The graph represents a network of 3,982 Twitter users whose tweets in the requested range contained "datasociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 June 2019 at 18:34 UTC.
The requested start date was Sunday, 23 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 47-day, 4-hour, 4-minute period from Monday, 06 May 2019 at 19:31 UTC to Saturday, 22 June 2019 at 23:36 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 3982
Unique Edges : 7110
Edges With Duplicates : 4769
Total Edges : 11879
Number of Edge Types : 3
Mentions : 10413
Tweet : 466
Replies to : 1000
Self-Loops : 466
Reciprocated Vertex Pair Ratio : 0.0517150395778364
Reciprocated Edge Ratio : 0.0983442047165078
Connected Components : 294
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 3402
Maximum Edges in a Connected Component : 11256
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.126558
Graph Density : 0.000502890992384595
Modularity : 0.44938
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[497] ben,shapiro [493] identified,fbi [493] fbi,interviews [493] ideological,gateway [493] gateway,full [493] full,blown [492] shapiro,pissed [492] pissed,recently [492] recently,identified [492] interviews,ideological Top Word Pairs in Tweet in G1:
[133] research,analyst [129] disinformation,action [127] senior,research [111] racial,literacy [104] d,s [100] action,lab [80] lab,datasociety [75] datasociety,now [73] zephoria,disinformation [73] now,hiring Top Word Pairs in Tweet in G2:
[244] rubinreport,datasociety [244] datasociety,timcast [244] timcast,joerogan [148] fabricate,report [148] report,datasociety [148] datasociety,random [148] random,lines [148] lines,kicked [148] kicked,out [148] out,school Top Word Pairs in Tweet in G3:
[485] ben,shapiro [482] identified,fbi [482] fbi,interviews [482] ideological,gateway [482] gateway,full [482] full,blown [481] shapiro,pissed [481] pissed,recently [481] recently,identified [481] interviews,ideological Top Word Pairs in Tweet in G4:
[82] racial,literacy [62] d,s [57] poptechworks,datasociety [53] farbandish,histoftech [53] histoftech,poptechworks [53] datasociety,safiyanoble [53] safiyanoble,hypervisible [48] literacy,tech [34] s,fellows [33] socio,technical Top Word Pairs in Tweet in G5:
[39] work,thank [38] slowly,finding [38] finding,voice [38] voice,scary [38] scary,work [38] thank,nataliegk1 [38] nataliegk1,researchers [38] researchers,datasociety [38] datasociety,support [37] kinjaldave7,slowly Top Word Pairs in Tweet in G6:
[29] epistemological,fragmentation [28] agnotology,epistemological [22] data,society [16] fragmentation,data [16] society,points [11] disinformation,action [11] action,lab [10] now,hiring [8] ignorance,strategically [8] strategically,manufactured Top Word Pairs in Tweet in G7:
[84] creation,sides [80] journalists,caught [80] caught,up [80] up,telling [80] telling,'both [80] 'both,sides [80] sides,' [80] ',creation [80] sides,political [80] political,project Top Word Pairs in Tweet in G8:
[21] ruchowdh,datasociety [11] data,ownership [10] odihq,juliancorner [10] juliancorner,datasociety [10] datasociety,cassierobinson [9] data,ethics [9] ownership,fix [9] fix,existing [9] existing,problems [9] problems,creates Top Word Pairs in Tweet in G9:
[24] gets,blamed [24] blamed,harmed [24] harmed,ai [24] ai,well [24] well,humans [24] humans,act [24] act,liability [24] liability,sponge [23] _karenhao,gets [23] sponge,m_c_eli Top Word Pairs in Tweet in G10:
[31] defining,terms [31] terms,mis [31] mis,disinformation [31] disinformation,debate [31] debate,really [31] really,'lexicon [31] 'lexicon,lies' [31] lies',guide [31] guide,terms [31] terms,problematic Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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